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Discretization-independent surrogate modeling of physical fields around variable geometries using coordinate-based networks

Numerical solutions of partial differential equations require expensive simulations, limiting their application in design optimization, model-based control, and large-scale inverse problems. Surrogate modeling techniques aim to decrease computational expense while retaining dominant solution feature...

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Bibliografske podrobnosti
Principais autores: James Duvall, Karthik Duraisamy
Format: Artigo
Jezik:Inglês
Izdano: Cambridge University Press 2025-01-01
Serija:Data-Centric Engineering
Teme:
Online dostop:https://www.cambridge.org/core/product/identifier/S2632673624000212/type/journal_article
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